Dataset statistics
| Number of variables | 28 |
|---|---|
| Number of observations | 1085 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 305.3 KiB |
| Average record size in memory | 288.1 B |
Variable types
| NUM | 26 |
|---|---|
| CAT | 1 |
| BOOL | 1 |
Prix_equipement is highly correlated with Prix_verres | High correlation |
Prix_verres is highly correlated with Prix_equipement | High correlation |
Pourcent_remise_total is highly correlated with Pourcent_remise_verre | High correlation |
Pourcent_remise_verre is highly correlated with Pourcent_remise_total | High correlation |
cor_sphere_VG is highly correlated with cor_sphere_VD | High correlation |
cor_sphere_VD is highly correlated with cor_sphere_VG | High correlation |
cor_addition_VG is highly correlated with cor_addition_VD | High correlation |
cor_addition_VD is highly correlated with cor_addition_VG | High correlation |
ref_PS has unique values | Unique |
dep_identique has 15 (1.4%) zeros | Zeros |
dep_limit has 386 (35.6%) zeros | Zeros |
dep_non_limit has 497 (45.8%) zeros | Zeros |
PEC_CRE has 250 (23.0%) zeros | Zeros |
PEC_ANN has 228 (21.0%) zeros | Zeros |
PEC_ACC has 425 (39.2%) zeros | Zeros |
PEC_FAC has 11 (1.0%) zeros | Zeros |
PEC_REF has 324 (29.9%) zeros | Zeros |
taux_non_ventes has 71 (6.5%) zeros | Zeros |
Pourcent_remise_verre has 458 (42.2%) zeros | Zeros |
Pourcent_remise_monture has 360 (33.2%) zeros | Zeros |
Pourcent_remise_total has 327 (30.1%) zeros | Zeros |
cor_sphere_VD has 122 (11.2%) zeros | Zeros |
cor_cylindre_VD has 214 (19.7%) zeros | Zeros |
cor_addition_VD has 168 (15.5%) zeros | Zeros |
cor_sphere_VG has 109 (10.0%) zeros | Zeros |
cor_cylindre_VG has 212 (19.5%) zeros | Zeros |
cor_addition_VG has 167 (15.4%) zeros | Zeros |
facteur_correction has 61 (5.6%) zeros | Zeros |
Reproduction
| Analysis started | 2021-09-17 10:34:55.032212 |
|---|---|
| Analysis finished | 2021-09-17 10:37:05.429974 |
| Duration | 2 minutes and 10.4 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 1085 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.6 KiB |
| 7ca24f30b4e83cb | 1 |
|---|---|
| a74fd5d7cab691f | 1 |
| 485f41d76988045 | 1 |
| fb61fb323376b4e | 1 |
| 07ee2525a188df0 | 1 |
| Other values (1080) |
| Value | Count | Frequency (%) | |
| 7ca24f30b4e83cb | 1 | 0.1% | |
| a74fd5d7cab691f | 1 | 0.1% | |
| 485f41d76988045 | 1 | 0.1% | |
| fb61fb323376b4e | 1 | 0.1% | |
| 07ee2525a188df0 | 1 | 0.1% | |
| 0a74148417c6ecb | 1 | 0.1% | |
| e059a93961cfee5 | 1 | 0.1% | |
| a42cf77fae90eaa | 1 | 0.1% | |
| 6f24060e3a91512 | 1 | 0.1% | |
| 97ac1910bfb0379 | 1 | 0.1% | |
| a5d3dddd1cc8b2b | 1 | 0.1% | |
| bf6811cefe793bb | 1 | 0.1% | |
| c4a3a7c47120912 | 1 | 0.1% | |
| 29221f1b3cc1a94 | 1 | 0.1% | |
| d515ef2849d52cf | 1 | 0.1% | |
| b529516accd2301 | 1 | 0.1% | |
| e1d115fc2be332c | 1 | 0.1% | |
| cd20c04270da830 | 1 | 0.1% | |
| 63ab98f35b08a37 | 1 | 0.1% | |
| 4016f05c1943b6a | 1 | 0.1% | |
| ad1f27d072de524 | 1 | 0.1% | |
| 0da4f09bac6f398 | 1 | 0.1% | |
| 2046f5d08802b33 | 1 | 0.1% | |
| a69c04ab8c96194 | 1 | 0.1% | |
| 033f3d099660dc9 | 1 | 0.1% | |
| Other values (1060) | 1060 | 97.7% |
Unique
| Unique | 1085 ? |
|---|---|
| Unique (%) | 100.0% |
Length
| Max length | 15 |
|---|---|
| Median length | 15 |
| Mean length | 15 |
| Min length | 15 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 2 | 1077 | 6.6% | |
| 4 | 1048 | 6.4% | |
| 8 | 1042 | 6.4% | |
| 6 | 1039 | 6.4% | |
| 3 | 1036 | 6.4% | |
| c | 1031 | 6.3% | |
| f | 1029 | 6.3% | |
| 0 | 1022 | 6.3% | |
| 5 | 1021 | 6.3% | |
| d | 1020 | 6.3% | |
| 1 | 1011 | 6.2% | |
| a | 989 | 6.1% | |
| 9 | 988 | 6.1% | |
| e | 981 | 6.0% | |
| 7 | 975 | 6.0% | |
| b | 966 | 5.9% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 10259 | 63.0% | |
| Lowercase Letter | 6016 | 37.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| c | 1031 | 17.1% | |
| f | 1029 | 17.1% | |
| d | 1020 | 17.0% | |
| a | 989 | 16.4% | |
| e | 981 | 16.3% | |
| b | 966 | 16.1% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 2 | 1077 | 10.5% | |
| 4 | 1048 | 10.2% | |
| 8 | 1042 | 10.2% | |
| 6 | 1039 | 10.1% | |
| 3 | 1036 | 10.1% | |
| 0 | 1022 | 10.0% | |
| 5 | 1021 | 10.0% | |
| 1 | 1011 | 9.9% | |
| 9 | 988 | 9.6% | |
| 7 | 975 | 9.5% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 10259 | 63.0% | |
| Latin | 6016 | 37.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| c | 1031 | 17.1% | |
| f | 1029 | 17.1% | |
| d | 1020 | 17.0% | |
| a | 989 | 16.4% | |
| e | 981 | 16.3% | |
| b | 966 | 16.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 2 | 1077 | 10.5% | |
| 4 | 1048 | 10.2% | |
| 8 | 1042 | 10.2% | |
| 6 | 1039 | 10.1% | |
| 3 | 1036 | 10.1% | |
| 0 | 1022 | 10.0% | |
| 5 | 1021 | 10.0% | |
| 1 | 1011 | 9.9% | |
| 9 | 988 | 9.6% | |
| 7 | 975 | 9.5% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 16275 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 2 | 1077 | 6.6% | |
| 4 | 1048 | 6.4% | |
| 8 | 1042 | 6.4% | |
| 6 | 1039 | 6.4% | |
| 3 | 1036 | 6.4% | |
| c | 1031 | 6.3% | |
| f | 1029 | 6.3% | |
| 0 | 1022 | 6.3% | |
| 5 | 1021 | 6.3% | |
| d | 1020 | 6.3% | |
| 1 | 1011 | 6.2% | |
| a | 989 | 6.1% | |
| 9 | 988 | 6.1% | |
| e | 981 | 6.0% | |
| 7 | 975 | 6.0% | |
| b | 966 | 5.9% |
nb_lignes_PEC
Real number (ℝ≥0)
| Distinct | 213 |
|---|---|
| Distinct (%) | 19.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.12165899 |
|---|---|
| Minimum | 1 |
| Maximum | 773 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 17 |
| median | 40 |
| Q3 | 83 |
| 95-th percentile | 193.6 |
| Maximum | 773 |
| Range | 772 |
| Interquartile range (IQR) | 66 |
Descriptive statistics
| Standard deviation | 73.53339692 |
|---|---|
| Coefficient of variation (CV) | 1.183699826 |
| Kurtosis | 20.85344991 |
| Mean | 62.12165899 |
| Median Absolute Deviation (MAD) | 28 |
| Skewness | 3.584124758 |
| Sum | 67402 |
| Variance | 5407.160462 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 17 | 22 | 2.0% | |
| 10 | 22 | 2.0% | |
| 3 | 21 | 1.9% | |
| 23 | 21 | 1.9% | |
| 11 | 20 | 1.8% | |
| 16 | 19 | 1.8% | |
| 8 | 19 | 1.8% | |
| 14 | 18 | 1.7% | |
| 1 | 17 | 1.6% | |
| 18 | 17 | 1.6% | |
| 22 | 17 | 1.6% | |
| 7 | 17 | 1.6% | |
| 12 | 16 | 1.5% | |
| 19 | 16 | 1.5% | |
| 9 | 15 | 1.4% | |
| 5 | 15 | 1.4% | |
| 37 | 14 | 1.3% | |
| 33 | 14 | 1.3% | |
| 4 | 13 | 1.2% | |
| 26 | 13 | 1.2% | |
| 24 | 13 | 1.2% | |
| 43 | 13 | 1.2% | |
| 45 | 13 | 1.2% | |
| 2 | 13 | 1.2% | |
| 6 | 13 | 1.2% | |
| Other values (188) | 674 | 62.1% |
| Value | Count | Frequency (%) | |
| 1 | 17 | 1.6% | |
| 2 | 13 | 1.2% | |
| 3 | 21 | 1.9% | |
| 4 | 13 | 1.2% | |
| 5 | 15 | 1.4% | |
| 6 | 13 | 1.2% | |
| 7 | 17 | 1.6% | |
| 8 | 19 | 1.8% | |
| 9 | 15 | 1.4% | |
| 10 | 22 | 2.0% |
| Value | Count | Frequency (%) | |
| 773 | 1 | 0.1% | |
| 647 | 1 | 0.1% | |
| 601 | 1 | 0.1% | |
| 582 | 1 | 0.1% | |
| 544 | 1 | 0.1% | |
| 500 | 1 | 0.1% | |
| 463 | 1 | 0.1% | |
| 405 | 1 | 0.1% | |
| 362 | 1 | 0.1% | |
| 351 | 1 | 0.1% |
| Distinct | 521 |
|---|---|
| Distinct (%) | 48.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 80.1536129 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 15 |
| Zeros (%) | 1.4% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 31.85 |
| Q1 | 70.9 |
| median | 87.5 |
| Q3 | 98.21 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 27.31 |
Descriptive statistics
| Standard deviation | 22.49969801 |
|---|---|
| Coefficient of variation (CV) | 0.280707222 |
| Kurtosis | 2.034533361 |
| Mean | 80.1536129 |
| Median Absolute Deviation (MAD) | 12.5 |
| Skewness | -1.513124917 |
| Sum | 86966.67 |
| Variance | 506.2364107 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 100 | 245 | 22.6% | |
| 0 | 15 | 1.4% | |
| 50 | 15 | 1.4% | |
| 87.5 | 14 | 1.3% | |
| 85.71 | 11 | 1.0% | |
| 80 | 11 | 1.0% | |
| 75 | 11 | 1.0% | |
| 71.43 | 10 | 0.9% | |
| 66.67 | 9 | 0.8% | |
| 90 | 8 | 0.7% | |
| 83.33 | 7 | 0.6% | |
| 88.89 | 7 | 0.6% | |
| 33.33 | 6 | 0.6% | |
| 90.91 | 6 | 0.6% | |
| 72.73 | 6 | 0.6% | |
| 25 | 6 | 0.6% | |
| 91.67 | 6 | 0.6% | |
| 77.78 | 6 | 0.6% | |
| 60 | 6 | 0.6% | |
| 91.3 | 5 | 0.5% | |
| 82.35 | 5 | 0.5% | |
| 86.67 | 5 | 0.5% | |
| 81.82 | 5 | 0.5% | |
| 92.31 | 5 | 0.5% | |
| 95.65 | 5 | 0.5% | |
| Other values (496) | 650 | 59.9% |
| Value | Count | Frequency (%) | |
| 0 | 15 | 1.4% | |
| 6.98 | 1 | 0.1% | |
| 9.09 | 1 | 0.1% | |
| 9.21 | 1 | 0.1% | |
| 10 | 1 | 0.1% | |
| 10.71 | 1 | 0.1% | |
| 11.54 | 1 | 0.1% | |
| 12.12 | 1 | 0.1% | |
| 12.5 | 1 | 0.1% | |
| 13.51 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 100 | 245 | 22.6% | |
| 99.51 | 1 | 0.1% | |
| 99.45 | 1 | 0.1% | |
| 99.43 | 1 | 0.1% | |
| 99.32 | 1 | 0.1% | |
| 99.31 | 1 | 0.1% | |
| 99.29 | 1 | 0.1% | |
| 99.26 | 1 | 0.1% | |
| 99.14 | 1 | 0.1% | |
| 99.09 | 1 | 0.1% |
| Distinct | 456 |
|---|---|
| Distinct (%) | 42.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.77008295 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 386 |
| Zeros (%) | 35.6% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 6.25 |
| Q3 | 21.74 |
| 95-th percentile | 61.164 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 21.74 |
Descriptive statistics
| Standard deviation | 20.54517296 |
|---|---|
| Coefficient of variation (CV) | 1.390999159 |
| Kurtosis | 3.594866265 |
| Mean | 14.77008295 |
| Median Absolute Deviation (MAD) | 6.25 |
| Skewness | 1.902916641 |
| Sum | 16025.54 |
| Variance | 422.1041318 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 386 | 35.6% | |
| 25 | 13 | 1.2% | |
| 11.11 | 12 | 1.1% | |
| 9.09 | 11 | 1.0% | |
| 100 | 10 | 0.9% | |
| 16.67 | 9 | 0.8% | |
| 50 | 9 | 0.8% | |
| 14.29 | 9 | 0.8% | |
| 12.5 | 8 | 0.7% | |
| 20 | 7 | 0.6% | |
| 8.33 | 7 | 0.6% | |
| 7.14 | 7 | 0.6% | |
| 5.88 | 6 | 0.6% | |
| 75 | 6 | 0.6% | |
| 22.22 | 5 | 0.5% | |
| 28.57 | 5 | 0.5% | |
| 11.76 | 5 | 0.5% | |
| 33.33 | 5 | 0.5% | |
| 3.03 | 4 | 0.4% | |
| 30.77 | 4 | 0.4% | |
| 18.18 | 4 | 0.4% | |
| 30 | 4 | 0.4% | |
| 66.67 | 4 | 0.4% | |
| 4 | 4 | 0.4% | |
| 27.27 | 4 | 0.4% | |
| Other values (431) | 537 | 49.5% |
| Value | Count | Frequency (%) | |
| 0 | 386 | 35.6% | |
| 0.22 | 1 | 0.1% | |
| 0.28 | 1 | 0.1% | |
| 0.45 | 1 | 0.1% | |
| 0.47 | 1 | 0.1% | |
| 0.49 | 1 | 0.1% | |
| 0.63 | 1 | 0.1% | |
| 0.68 | 1 | 0.1% | |
| 0.71 | 2 | 0.2% | |
| 0.78 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 100 | 10 | 0.9% | |
| 93.02 | 1 | 0.1% | |
| 87.5 | 1 | 0.1% | |
| 86.36 | 1 | 0.1% | |
| 85.71 | 1 | 0.1% | |
| 85 | 1 | 0.1% | |
| 84.85 | 1 | 0.1% | |
| 83.78 | 1 | 0.1% | |
| 82.14 | 1 | 0.1% | |
| 81.82 | 1 | 0.1% |
| Distinct | 333 |
|---|---|
| Distinct (%) | 30.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.076175115 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 497 |
| Zeros (%) | 45.8% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.49 |
| Q3 | 6.67 |
| 95-th percentile | 19.928 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 6.67 |
Descriptive statistics
| Standard deviation | 10.04348051 |
|---|---|
| Coefficient of variation (CV) | 1.978552805 |
| Kurtosis | 37.12354583 |
| Mean | 5.076175115 |
| Median Absolute Deviation (MAD) | 1.49 |
| Skewness | 5.109179695 |
| Sum | 5507.65 |
| Variance | 100.8715008 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 497 | 45.8% | |
| 12.5 | 13 | 1.2% | |
| 7.69 | 9 | 0.8% | |
| 10 | 8 | 0.7% | |
| 7.14 | 8 | 0.7% | |
| 8.7 | 7 | 0.6% | |
| 3.45 | 7 | 0.6% | |
| 3.12 | 7 | 0.6% | |
| 25 | 6 | 0.6% | |
| 4.35 | 6 | 0.6% | |
| 6.25 | 6 | 0.6% | |
| 5.88 | 6 | 0.6% | |
| 11.76 | 6 | 0.6% | |
| 6.67 | 6 | 0.6% | |
| 16.67 | 6 | 0.6% | |
| 5.56 | 5 | 0.5% | |
| 8.33 | 5 | 0.5% | |
| 5 | 5 | 0.5% | |
| 11.11 | 5 | 0.5% | |
| 2.22 | 5 | 0.5% | |
| 4.17 | 5 | 0.5% | |
| 2.63 | 5 | 0.5% | |
| 2.86 | 5 | 0.5% | |
| 50 | 5 | 0.5% | |
| 2.5 | 5 | 0.5% | |
| Other values (308) | 437 | 40.3% |
| Value | Count | Frequency (%) | |
| 0 | 497 | 45.8% | |
| 0.28 | 1 | 0.1% | |
| 0.55 | 1 | 0.1% | |
| 0.57 | 1 | 0.1% | |
| 0.65 | 1 | 0.1% | |
| 0.68 | 1 | 0.1% | |
| 0.69 | 2 | 0.2% | |
| 0.71 | 2 | 0.2% | |
| 0.74 | 1 | 0.1% | |
| 0.77 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 100 | 4 | 0.4% | |
| 76.97 | 1 | 0.1% | |
| 75 | 1 | 0.1% | |
| 66.67 | 2 | 0.2% | |
| 50 | 5 | 0.5% | |
| 47.86 | 1 | 0.1% | |
| 40 | 1 | 0.1% | |
| 39.39 | 1 | 0.1% | |
| 37.5 | 1 | 0.1% | |
| 35.29 | 1 | 0.1% |
| Distinct | 454 |
|---|---|
| Distinct (%) | 41.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.62269124 |
|---|---|
| Minimum | 0 |
| Maximum | 72.73 |
| Zeros | 250 |
| Zeros (%) | 23.0% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.52 |
| median | 7.69 |
| Q3 | 16.53 |
| 95-th percentile | 33.254 |
| Maximum | 72.73 |
| Range | 72.73 |
| Interquartile range (IQR) | 15.01 |
Descriptive statistics
| Standard deviation | 11.19940368 |
|---|---|
| Coefficient of variation (CV) | 1.054290614 |
| Kurtosis | 3.191244804 |
| Mean | 10.62269124 |
| Median Absolute Deviation (MAD) | 7.43 |
| Skewness | 1.53615325 |
| Sum | 11525.62 |
| Variance | 125.4266428 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 250 | 23.0% | |
| 12.5 | 17 | 1.6% | |
| 25 | 15 | 1.4% | |
| 7.69 | 12 | 1.1% | |
| 9.09 | 12 | 1.1% | |
| 7.14 | 11 | 1.0% | |
| 33.33 | 11 | 1.0% | |
| 16.67 | 11 | 1.0% | |
| 6.25 | 10 | 0.9% | |
| 20 | 10 | 0.9% | |
| 4.35 | 10 | 0.9% | |
| 11.11 | 10 | 0.9% | |
| 5.88 | 10 | 0.9% | |
| 22.22 | 9 | 0.8% | |
| 5.56 | 9 | 0.8% | |
| 8.33 | 9 | 0.8% | |
| 10 | 9 | 0.8% | |
| 14.29 | 9 | 0.8% | |
| 11.76 | 8 | 0.7% | |
| 18.18 | 8 | 0.7% | |
| 4.55 | 7 | 0.6% | |
| 28.57 | 7 | 0.6% | |
| 18.75 | 7 | 0.6% | |
| 4.17 | 6 | 0.6% | |
| 10.53 | 6 | 0.6% | |
| Other values (429) | 602 | 55.5% |
| Value | Count | Frequency (%) | |
| 0 | 250 | 23.0% | |
| 0.28 | 1 | 0.1% | |
| 0.8 | 1 | 0.1% | |
| 0.87 | 1 | 0.1% | |
| 0.92 | 2 | 0.2% | |
| 0.96 | 1 | 0.1% | |
| 1.02 | 1 | 0.1% | |
| 1.09 | 2 | 0.2% | |
| 1.15 | 1 | 0.1% | |
| 1.2 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 72.73 | 1 | 0.1% | |
| 66.67 | 3 | 0.3% | |
| 62.5 | 1 | 0.1% | |
| 55 | 1 | 0.1% | |
| 50 | 3 | 0.3% | |
| 48.08 | 1 | 0.1% | |
| 46.94 | 1 | 0.1% | |
| 45.99 | 1 | 0.1% | |
| 44.93 | 1 | 0.1% | |
| 44.44 | 1 | 0.1% |
| Distinct | 435 |
|---|---|
| Distinct (%) | 40.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.665668203 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 228 |
| Zeros (%) | 21.0% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.6 |
| median | 8.11 |
| Q3 | 13.64 |
| 95-th percentile | 25.28 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 11.04 |
Descriptive statistics
| Standard deviation | 9.742822992 |
|---|---|
| Coefficient of variation (CV) | 1.007982354 |
| Kurtosis | 17.10586518 |
| Mean | 9.665668203 |
| Median Absolute Deviation (MAD) | 5.53 |
| Skewness | 2.788514379 |
| Sum | 10487.25 |
| Variance | 94.92259985 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 228 | 21.0% | |
| 20 | 24 | 2.2% | |
| 12.5 | 17 | 1.6% | |
| 9.09 | 15 | 1.4% | |
| 14.29 | 13 | 1.2% | |
| 7.14 | 13 | 1.2% | |
| 10.53 | 12 | 1.1% | |
| 16.67 | 12 | 1.1% | |
| 11.11 | 11 | 1.0% | |
| 10 | 11 | 1.0% | |
| 4.35 | 10 | 0.9% | |
| 5.88 | 10 | 0.9% | |
| 7.41 | 10 | 0.9% | |
| 6.67 | 10 | 0.9% | |
| 33.33 | 9 | 0.8% | |
| 4.55 | 9 | 0.8% | |
| 5.56 | 9 | 0.8% | |
| 25 | 9 | 0.8% | |
| 6.25 | 8 | 0.7% | |
| 8.33 | 8 | 0.7% | |
| 5 | 8 | 0.7% | |
| 13.33 | 8 | 0.7% | |
| 18.18 | 7 | 0.6% | |
| 13.04 | 6 | 0.6% | |
| 23.53 | 5 | 0.5% | |
| Other values (410) | 603 | 55.6% |
| Value | Count | Frequency (%) | |
| 0 | 228 | 21.0% | |
| 1.06 | 1 | 0.1% | |
| 1.1 | 1 | 0.1% | |
| 1.19 | 1 | 0.1% | |
| 1.39 | 1 | 0.1% | |
| 1.41 | 1 | 0.1% | |
| 1.42 | 1 | 0.1% | |
| 1.45 | 1 | 0.1% | |
| 1.52 | 1 | 0.1% | |
| 1.65 | 2 | 0.2% |
| Value | Count | Frequency (%) | |
| 100 | 2 | 0.2% | |
| 66.67 | 3 | 0.3% | |
| 57.89 | 1 | 0.1% | |
| 50 | 3 | 0.3% | |
| 47.06 | 1 | 0.1% | |
| 40.82 | 1 | 0.1% | |
| 40 | 1 | 0.1% | |
| 38.46 | 1 | 0.1% | |
| 35.29 | 1 | 0.1% | |
| 35.19 | 1 | 0.1% |
| Distinct | 325 |
|---|---|
| Distinct (%) | 30.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.446525346 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 425 |
| Zeros (%) | 39.2% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.87 |
| Q3 | 4.96 |
| 95-th percentile | 17.478 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 4.96 |
Descriptive statistics
| Standard deviation | 9.040792976 |
|---|---|
| Coefficient of variation (CV) | 2.033226457 |
| Kurtosis | 43.51033179 |
| Mean | 4.446525346 |
| Median Absolute Deviation (MAD) | 1.87 |
| Skewness | 5.554492786 |
| Sum | 4824.48 |
| Variance | 81.73593764 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 425 | 39.2% | |
| 7.14 | 11 | 1.0% | |
| 6.25 | 10 | 0.9% | |
| 3.57 | 9 | 0.8% | |
| 2.17 | 8 | 0.7% | |
| 5.56 | 8 | 0.7% | |
| 12.5 | 8 | 0.7% | |
| 11.11 | 7 | 0.6% | |
| 2.94 | 7 | 0.6% | |
| 20 | 7 | 0.6% | |
| 2.63 | 7 | 0.6% | |
| 4.17 | 7 | 0.6% | |
| 2.44 | 7 | 0.6% | |
| 33.33 | 7 | 0.6% | |
| 4 | 7 | 0.6% | |
| 4.55 | 6 | 0.6% | |
| 2.33 | 6 | 0.6% | |
| 10 | 6 | 0.6% | |
| 4.35 | 6 | 0.6% | |
| 50 | 6 | 0.6% | |
| 9.09 | 6 | 0.6% | |
| 3.7 | 5 | 0.5% | |
| 3.12 | 5 | 0.5% | |
| 2.04 | 5 | 0.5% | |
| 5.88 | 5 | 0.5% | |
| Other values (300) | 494 | 45.5% |
| Value | Count | Frequency (%) | |
| 0 | 425 | 39.2% | |
| 0.42 | 1 | 0.1% | |
| 0.45 | 1 | 0.1% | |
| 0.54 | 1 | 0.1% | |
| 0.55 | 1 | 0.1% | |
| 0.63 | 1 | 0.1% | |
| 0.64 | 1 | 0.1% | |
| 0.67 | 1 | 0.1% | |
| 0.68 | 1 | 0.1% | |
| 0.71 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 100 | 3 | 0.3% | |
| 70 | 1 | 0.1% | |
| 63.64 | 1 | 0.1% | |
| 62.5 | 1 | 0.1% | |
| 50 | 6 | 0.6% | |
| 45.45 | 1 | 0.1% | |
| 42.86 | 1 | 0.1% | |
| 37.5 | 1 | 0.1% | |
| 36.36 | 1 | 0.1% | |
| 35.29 | 1 | 0.1% |
| Distinct | 539 |
|---|---|
| Distinct (%) | 49.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.7135023 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 11 |
| Zeros (%) | 1.0% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 34.894 |
| Q1 | 54.9 |
| median | 66.67 |
| Q3 | 77.78 |
| 95-th percentile | 95 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 22.88 |
Descriptive statistics
| Standard deviation | 18.23255664 |
|---|---|
| Coefficient of variation (CV) | 0.2774552566 |
| Kurtosis | 0.8863791762 |
| Mean | 65.7135023 |
| Median Absolute Deviation (MAD) | 11.11 |
| Skewness | -0.5549260717 |
| Sum | 71299.15 |
| Variance | 332.4261217 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 100 | 50 | 4.6% | |
| 66.67 | 37 | 3.4% | |
| 75 | 30 | 2.8% | |
| 50 | 27 | 2.5% | |
| 71.43 | 20 | 1.8% | |
| 80 | 17 | 1.6% | |
| 60 | 17 | 1.6% | |
| 72.73 | 16 | 1.5% | |
| 77.78 | 14 | 1.3% | |
| 83.33 | 12 | 1.1% | |
| 0 | 11 | 1.0% | |
| 63.64 | 8 | 0.7% | |
| 69.57 | 8 | 0.7% | |
| 85.71 | 8 | 0.7% | |
| 33.33 | 7 | 0.6% | |
| 57.14 | 7 | 0.6% | |
| 58.33 | 7 | 0.6% | |
| 64.71 | 7 | 0.6% | |
| 58.82 | 6 | 0.6% | |
| 76.47 | 6 | 0.6% | |
| 81.82 | 6 | 0.6% | |
| 61.11 | 6 | 0.6% | |
| 81.25 | 6 | 0.6% | |
| 55.56 | 5 | 0.5% | |
| 64.29 | 5 | 0.5% | |
| Other values (514) | 742 | 68.4% |
| Value | Count | Frequency (%) | |
| 0 | 11 | 1.0% | |
| 10 | 1 | 0.1% | |
| 11.76 | 1 | 0.1% | |
| 12.5 | 1 | 0.1% | |
| 15 | 1 | 0.1% | |
| 18.18 | 1 | 0.1% | |
| 19.42 | 1 | 0.1% | |
| 22.22 | 2 | 0.2% | |
| 25 | 1 | 0.1% | |
| 26.09 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 100 | 50 | 4.6% | |
| 96.55 | 1 | 0.1% | |
| 95.65 | 1 | 0.1% | |
| 95.45 | 2 | 0.2% | |
| 95 | 2 | 0.2% | |
| 94.74 | 1 | 0.1% | |
| 94.44 | 1 | 0.1% | |
| 94.12 | 1 | 0.1% | |
| 93.94 | 1 | 0.1% | |
| 93.75 | 2 | 0.2% |
| Distinct | 445 |
|---|---|
| Distinct (%) | 41.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.551603687 |
|---|---|
| Minimum | 0 |
| Maximum | 75.73 |
| Zeros | 324 |
| Zeros (%) | 29.9% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 5.56 |
| Q3 | 13.16 |
| 95-th percentile | 36.824 |
| Maximum | 75.73 |
| Range | 75.73 |
| Interquartile range (IQR) | 13.16 |
Descriptive statistics
| Standard deviation | 12.26503081 |
|---|---|
| Coefficient of variation (CV) | 1.28408079 |
| Kurtosis | 4.339352984 |
| Mean | 9.551603687 |
| Median Absolute Deviation (MAD) | 5.56 |
| Skewness | 1.985799051 |
| Sum | 10363.49 |
| Variance | 150.4309808 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 324 | 29.9% | |
| 10 | 11 | 1.0% | |
| 6.25 | 11 | 1.0% | |
| 11.11 | 10 | 0.9% | |
| 20 | 9 | 0.8% | |
| 14.29 | 9 | 0.8% | |
| 9.09 | 9 | 0.8% | |
| 5.56 | 9 | 0.8% | |
| 11.76 | 8 | 0.7% | |
| 33.33 | 8 | 0.7% | |
| 12.5 | 8 | 0.7% | |
| 7.14 | 8 | 0.7% | |
| 5.26 | 8 | 0.7% | |
| 8.7 | 7 | 0.6% | |
| 18.18 | 7 | 0.6% | |
| 4.35 | 7 | 0.6% | |
| 3.57 | 6 | 0.6% | |
| 2.04 | 6 | 0.6% | |
| 8.33 | 6 | 0.6% | |
| 6.9 | 6 | 0.6% | |
| 6.06 | 6 | 0.6% | |
| 5.88 | 6 | 0.6% | |
| 2.22 | 6 | 0.6% | |
| 4.76 | 5 | 0.5% | |
| 2.78 | 5 | 0.5% | |
| Other values (420) | 580 | 53.5% |
| Value | Count | Frequency (%) | |
| 0 | 324 | 29.9% | |
| 0.55 | 1 | 0.1% | |
| 0.95 | 1 | 0.1% | |
| 1.09 | 1 | 0.1% | |
| 1.15 | 1 | 0.1% | |
| 1.16 | 1 | 0.1% | |
| 1.18 | 1 | 0.1% | |
| 1.22 | 2 | 0.2% | |
| 1.23 | 2 | 0.2% | |
| 1.27 | 2 | 0.2% |
| Value | Count | Frequency (%) | |
| 75.73 | 1 | 0.1% | |
| 66.67 | 1 | 0.1% | |
| 65 | 1 | 0.1% | |
| 60.78 | 1 | 0.1% | |
| 60.38 | 1 | 0.1% | |
| 59.09 | 1 | 0.1% | |
| 58.33 | 1 | 0.1% | |
| 57.46 | 1 | 0.1% | |
| 57.45 | 1 | 0.1% | |
| 57.28 | 1 | 0.1% |
| Distinct | 561 |
|---|---|
| Distinct (%) | 51.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.83991705 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 71 |
| Zeros (%) | 6.5% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 17.65 |
| median | 28.57 |
| Q3 | 40.62 |
| 95-th percentile | 58.82 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 22.97 |
Descriptive statistics
| Standard deviation | 17.25405264 |
|---|---|
| Coefficient of variation (CV) | 0.5782205295 |
| Kurtosis | 0.5057602834 |
| Mean | 29.83991705 |
| Median Absolute Deviation (MAD) | 11.43 |
| Skewness | 0.4980135369 |
| Sum | 32376.31 |
| Variance | 297.7023324 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 71 | 6.5% | |
| 33.33 | 28 | 2.6% | |
| 50 | 21 | 1.9% | |
| 25 | 21 | 1.9% | |
| 16.67 | 17 | 1.6% | |
| 28.57 | 16 | 1.5% | |
| 40 | 15 | 1.4% | |
| 27.27 | 14 | 1.3% | |
| 20 | 12 | 1.1% | |
| 14.29 | 12 | 1.1% | |
| 11.11 | 11 | 1.0% | |
| 22.22 | 10 | 0.9% | |
| 18.75 | 10 | 0.9% | |
| 12.5 | 10 | 0.9% | |
| 66.67 | 9 | 0.8% | |
| 30 | 9 | 0.8% | |
| 18.18 | 9 | 0.8% | |
| 36.36 | 7 | 0.6% | |
| 9.09 | 6 | 0.6% | |
| 13.33 | 6 | 0.6% | |
| 13.04 | 6 | 0.6% | |
| 35.29 | 6 | 0.6% | |
| 41.67 | 6 | 0.6% | |
| 57.14 | 5 | 0.5% | |
| 37.5 | 5 | 0.5% | |
| Other values (536) | 743 | 68.5% |
| Value | Count | Frequency (%) | |
| 0 | 71 | 6.5% | |
| 3.45 | 1 | 0.1% | |
| 3.85 | 1 | 0.1% | |
| 4.17 | 1 | 0.1% | |
| 4.35 | 2 | 0.2% | |
| 4.55 | 1 | 0.1% | |
| 4.88 | 1 | 0.1% | |
| 5 | 2 | 0.2% | |
| 5.26 | 1 | 0.1% | |
| 5.56 | 3 | 0.3% |
| Value | Count | Frequency (%) | |
| 100 | 4 | 0.4% | |
| 90 | 1 | 0.1% | |
| 88.24 | 1 | 0.1% | |
| 85 | 1 | 0.1% | |
| 79.61 | 1 | 0.1% | |
| 75.56 | 1 | 0.1% | |
| 75 | 1 | 0.1% | |
| 72.73 | 1 | 0.1% | |
| 71.63 | 1 | 0.1% | |
| 70 | 1 | 0.1% |
Prix_monture
Real number (ℝ≥0)
| Distinct | 1053 |
|---|---|
| Distinct (%) | 97.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 151.9974721 |
|---|---|
| Minimum | 0 |
| Maximum | 391.1875 |
| Zeros | 3 |
| Zeros (%) | 0.3% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 88.65922716 |
| Q1 | 120.8301887 |
| median | 143 |
| Q3 | 176.2 |
| 95-th percentile | 243.6551282 |
| Maximum | 391.1875 |
| Range | 391.1875 |
| Interquartile range (IQR) | 55.36981132 |
Descriptive statistics
| Standard deviation | 47.60824248 |
|---|---|
| Coefficient of variation (CV) | 0.3132173308 |
| Kurtosis | 1.524498789 |
| Mean | 151.9974721 |
| Median Absolute Deviation (MAD) | 26.33333333 |
| Skewness | 0.9027318271 |
| Sum | 164917.2572 |
| Variance | 2266.544752 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 3 | 0.3% | |
| 113.5 | 3 | 0.3% | |
| 174 | 3 | 0.3% | |
| 93 | 2 | 0.2% | |
| 106.1818182 | 2 | 0.2% | |
| 105 | 2 | 0.2% | |
| 133 | 2 | 0.2% | |
| 161.6428571 | 2 | 0.2% | |
| 140 | 2 | 0.2% | |
| 116 | 2 | 0.2% | |
| 131 | 2 | 0.2% | |
| 130 | 2 | 0.2% | |
| 129 | 2 | 0.2% | |
| 114 | 2 | 0.2% | |
| 124.1666667 | 2 | 0.2% | |
| 148.6 | 2 | 0.2% | |
| 188 | 2 | 0.2% | |
| 165.7142857 | 2 | 0.2% | |
| 111.625 | 2 | 0.2% | |
| 155.5 | 2 | 0.2% | |
| 125 | 2 | 0.2% | |
| 140.6666667 | 2 | 0.2% | |
| 113 | 2 | 0.2% | |
| 148 | 2 | 0.2% | |
| 248 | 2 | 0.2% | |
| Other values (1028) | 1032 | 95.1% |
| Value | Count | Frequency (%) | |
| 0 | 3 | 0.3% | |
| 49.5 | 1 | 0.1% | |
| 52.11111111 | 1 | 0.1% | |
| 56 | 1 | 0.1% | |
| 56.71428571 | 1 | 0.1% | |
| 60 | 1 | 0.1% | |
| 61.86666667 | 1 | 0.1% | |
| 62.66666667 | 1 | 0.1% | |
| 65.85714286 | 1 | 0.1% | |
| 67.2 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 391.1875 | 1 | 0.1% | |
| 345 | 1 | 0.1% | |
| 325 | 1 | 0.1% | |
| 309 | 1 | 0.1% | |
| 307 | 1 | 0.1% | |
| 305.2121212 | 1 | 0.1% | |
| 304.027027 | 1 | 0.1% | |
| 303.5869565 | 1 | 0.1% | |
| 299.7948718 | 1 | 0.1% | |
| 298.3529412 | 1 | 0.1% |
| Distinct | 1067 |
|---|---|
| Distinct (%) | 98.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 325.8392066 |
|---|---|
| Minimum | 86 |
| Maximum | 752.35 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | 86 |
|---|---|
| 5-th percentile | 198.32 |
| Q1 | 271 |
| median | 320.597561 |
| Q3 | 368.3396226 |
| 95-th percentile | 484.7960173 |
| Maximum | 752.35 |
| Range | 666.35 |
| Interquartile range (IQR) | 97.33962264 |
Descriptive statistics
| Standard deviation | 86.85053218 |
|---|---|
| Coefficient of variation (CV) | 0.2665441433 |
| Kurtosis | 1.964130115 |
| Mean | 325.8392066 |
| Median Absolute Deviation (MAD) | 48.98383437 |
| Skewness | 0.787819647 |
| Sum | 353535.5391 |
| Variance | 7543.014941 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 390 | 3 | 0.3% | |
| 230 | 3 | 0.3% | |
| 276 | 3 | 0.3% | |
| 350 | 2 | 0.2% | |
| 294.2857143 | 2 | 0.2% | |
| 274 | 2 | 0.2% | |
| 224 | 2 | 0.2% | |
| 264.6666667 | 2 | 0.2% | |
| 326 | 2 | 0.2% | |
| 214 | 2 | 0.2% | |
| 366 | 2 | 0.2% | |
| 349 | 2 | 0.2% | |
| 311 | 2 | 0.2% | |
| 228.5 | 2 | 0.2% | |
| 324.4 | 2 | 0.2% | |
| 507.5333333 | 1 | 0.1% | |
| 409.4285714 | 1 | 0.1% | |
| 232.546875 | 1 | 0.1% | |
| 204.6666667 | 1 | 0.1% | |
| 290.1672598 | 1 | 0.1% | |
| 166.5454545 | 1 | 0.1% | |
| 388.5882353 | 1 | 0.1% | |
| 329.1632653 | 1 | 0.1% | |
| 232.9306931 | 1 | 0.1% | |
| 324.2272727 | 1 | 0.1% | |
| Other values (1042) | 1042 | 96.0% |
| Value | Count | Frequency (%) | |
| 86 | 1 | 0.1% | |
| 90 | 1 | 0.1% | |
| 94 | 1 | 0.1% | |
| 96 | 1 | 0.1% | |
| 108 | 1 | 0.1% | |
| 110 | 1 | 0.1% | |
| 126 | 1 | 0.1% | |
| 127.2 | 1 | 0.1% | |
| 140.9333333 | 1 | 0.1% | |
| 141.7857143 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 752.35 | 1 | 0.1% | |
| 742 | 1 | 0.1% | |
| 706.25 | 1 | 0.1% | |
| 685.3333333 | 1 | 0.1% | |
| 671 | 1 | 0.1% | |
| 640 | 1 | 0.1% | |
| 628.3333333 | 1 | 0.1% | |
| 622 | 1 | 0.1% | |
| 607.3076923 | 1 | 0.1% | |
| 596.173913 | 1 | 0.1% |
| Distinct | 1071 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 477.8366786 |
|---|---|
| Minimum | 150.7142857 |
| Maximum | 996.625 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | 150.7142857 |
|---|---|
| 5-th percentile | 319.2318182 |
| Q1 | 403.4765625 |
| median | 466.4152542 |
| Q3 | 540.775 |
| 95-th percentile | 673.1045428 |
| Maximum | 996.625 |
| Range | 845.9107143 |
| Interquartile range (IQR) | 137.2984375 |
Descriptive statistics
| Standard deviation | 110.2274734 |
|---|---|
| Coefficient of variation (CV) | 0.2306802267 |
| Kurtosis | 0.9787772763 |
| Mean | 477.8366786 |
| Median Absolute Deviation (MAD) | 67.58474576 |
| Skewness | 0.5749949863 |
| Sum | 518452.7963 |
| Variance | 12150.09589 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 369.9655172 | 2 | 0.2% | |
| 459 | 2 | 0.2% | |
| 449.6538462 | 2 | 0.2% | |
| 497.2727273 | 2 | 0.2% | |
| 564 | 2 | 0.2% | |
| 398.25 | 2 | 0.2% | |
| 465.9090909 | 2 | 0.2% | |
| 444.75 | 2 | 0.2% | |
| 470.8333333 | 2 | 0.2% | |
| 413 | 2 | 0.2% | |
| 298.6666667 | 2 | 0.2% | |
| 492 | 2 | 0.2% | |
| 484 | 2 | 0.2% | |
| 586 | 2 | 0.2% | |
| 645 | 1 | 0.1% | |
| 497.8235294 | 1 | 0.1% | |
| 310.9117647 | 1 | 0.1% | |
| 350.7043478 | 1 | 0.1% | |
| 410.03125 | 1 | 0.1% | |
| 677.75 | 1 | 0.1% | |
| 425.3846154 | 1 | 0.1% | |
| 682.3 | 1 | 0.1% | |
| 572.25 | 1 | 0.1% | |
| 374.5172414 | 1 | 0.1% | |
| 665.030303 | 1 | 0.1% | |
| Other values (1046) | 1046 | 96.4% |
| Value | Count | Frequency (%) | |
| 150.7142857 | 1 | 0.1% | |
| 194.4 | 1 | 0.1% | |
| 195.7777778 | 1 | 0.1% | |
| 202 | 1 | 0.1% | |
| 203 | 1 | 0.1% | |
| 215.1666667 | 1 | 0.1% | |
| 218 | 1 | 0.1% | |
| 223.3333333 | 1 | 0.1% | |
| 232.8888889 | 1 | 0.1% | |
| 235 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 996.625 | 1 | 0.1% | |
| 927.2 | 1 | 0.1% | |
| 877 | 1 | 0.1% | |
| 863.3333333 | 1 | 0.1% | |
| 859.1538462 | 1 | 0.1% | |
| 827.5 | 1 | 0.1% | |
| 814 | 1 | 0.1% | |
| 804.8636364 | 1 | 0.1% | |
| 803 | 1 | 0.1% | |
| 802 | 1 | 0.1% |
| Distinct | 628 |
|---|---|
| Distinct (%) | 57.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.079179511 |
|---|---|
| Minimum | 0 |
| Maximum | 63.37285903 |
| Zeros | 458 |
| Zeros (%) | 42.2% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.3816371001 |
| Q3 | 2.485931606 |
| 95-th percentile | 13.27389028 |
| Maximum | 63.37285903 |
| Range | 63.37285903 |
| Interquartile range (IQR) | 2.485931606 |
Descriptive statistics
| Standard deviation | 8.199481126 |
|---|---|
| Coefficient of variation (CV) | 2.662878568 |
| Kurtosis | 24.9981227 |
| Mean | 3.079179511 |
| Median Absolute Deviation (MAD) | 0.3816371001 |
| Skewness | 4.80278763 |
| Sum | 3340.909769 |
| Variance | 67.23149073 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 458 | 42.2% | |
| 0.3816371001 | 1 | 0.1% | |
| 4.248539565 | 1 | 0.1% | |
| 3.989637306 | 1 | 0.1% | |
| 0.3290633447 | 1 | 0.1% | |
| 32.12970376 | 1 | 0.1% | |
| 0.4424173318 | 1 | 0.1% | |
| 1.295336788 | 1 | 0.1% | |
| 4.613466334 | 1 | 0.1% | |
| 0.9504829066 | 1 | 0.1% | |
| 0.634115409 | 1 | 0.1% | |
| 0.03032002789 | 1 | 0.1% | |
| 1.230151258 | 1 | 0.1% | |
| 0.1722059583 | 1 | 0.1% | |
| 4.355400697 | 1 | 0.1% | |
| 3.338391502 | 1 | 0.1% | |
| 2.831768069 | 1 | 0.1% | |
| 36.10135474 | 1 | 0.1% | |
| 0.08428949226 | 1 | 0.1% | |
| 8.312342569 | 1 | 0.1% | |
| 2.166064982 | 1 | 0.1% | |
| 1.193032041 | 1 | 0.1% | |
| 0.5603307584 | 1 | 0.1% | |
| 0.4694496606 | 1 | 0.1% | |
| 1.731868132 | 1 | 0.1% | |
| Other values (603) | 603 | 55.6% |
| Value | Count | Frequency (%) | |
| 0 | 458 | 42.2% | |
| 0.00905715062 | 1 | 0.1% | |
| 0.01101958732 | 1 | 0.1% | |
| 0.02871912694 | 1 | 0.1% | |
| 0.03032002789 | 1 | 0.1% | |
| 0.03720238095 | 1 | 0.1% | |
| 0.04303388919 | 1 | 0.1% | |
| 0.04454012323 | 1 | 0.1% | |
| 0.05179669796 | 1 | 0.1% | |
| 0.0546000546 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 63.37285903 | 1 | 0.1% | |
| 58.6858391 | 1 | 0.1% | |
| 57.44124307 | 1 | 0.1% | |
| 56.08330604 | 1 | 0.1% | |
| 56.03486702 | 1 | 0.1% | |
| 55.93117101 | 1 | 0.1% | |
| 55.78581297 | 1 | 0.1% | |
| 54.8 | 1 | 0.1% | |
| 53.5812753 | 1 | 0.1% | |
| 52.99539171 | 1 | 0.1% |
| Distinct | 726 |
|---|---|
| Distinct (%) | 66.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.995456648 |
|---|---|
| Minimum | 0 |
| Maximum | 77.67857143 |
| Zeros | 360 |
| Zeros (%) | 33.2% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.474684581 |
| Q3 | 5.373241976 |
| 95-th percentile | 20.18454686 |
| Maximum | 77.67857143 |
| Range | 77.67857143 |
| Interquartile range (IQR) | 5.373241976 |
Descriptive statistics
| Standard deviation | 10.11509495 |
|---|---|
| Coefficient of variation (CV) | 2.024858919 |
| Kurtosis | 16.83414514 |
| Mean | 4.995456648 |
| Median Absolute Deviation (MAD) | 1.474684581 |
| Skewness | 3.859183093 |
| Sum | 5420.070463 |
| Variance | 102.3151458 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 360 | 33.2% | |
| 13.8330976 | 1 | 0.1% | |
| 5.137775826 | 1 | 0.1% | |
| 3.128380065 | 1 | 0.1% | |
| 4.269972452 | 1 | 0.1% | |
| 1.678183613 | 1 | 0.1% | |
| 1.484135107 | 1 | 0.1% | |
| 1.485263402 | 1 | 0.1% | |
| 5.613342898 | 1 | 0.1% | |
| 2.404984424 | 1 | 0.1% | |
| 1.165501166 | 1 | 0.1% | |
| 1.176009408 | 1 | 0.1% | |
| 2.693602694 | 1 | 0.1% | |
| 0.9604018913 | 1 | 0.1% | |
| 0.6570713392 | 1 | 0.1% | |
| 1.711910002 | 1 | 0.1% | |
| 1.298421034 | 1 | 0.1% | |
| 22.21424726 | 1 | 0.1% | |
| 1.129778343 | 1 | 0.1% | |
| 1.438520379 | 1 | 0.1% | |
| 4.091300603 | 1 | 0.1% | |
| 2.888318357 | 1 | 0.1% | |
| 5.048624043 | 1 | 0.1% | |
| 6.371441482 | 1 | 0.1% | |
| 4.217092951 | 1 | 0.1% | |
| Other values (701) | 701 | 64.6% |
| Value | Count | Frequency (%) | |
| 0 | 360 | 33.2% | |
| 0.01074113856 | 1 | 0.1% | |
| 0.01741553466 | 1 | 0.1% | |
| 0.03028161906 | 1 | 0.1% | |
| 0.05914826498 | 1 | 0.1% | |
| 0.07971757203 | 1 | 0.1% | |
| 0.09084804677 | 1 | 0.1% | |
| 0.09221166123 | 1 | 0.1% | |
| 0.1136363636 | 1 | 0.1% | |
| 0.1371998753 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 77.67857143 | 1 | 0.1% | |
| 66.47314949 | 1 | 0.1% | |
| 66.38387232 | 1 | 0.1% | |
| 66.19483764 | 1 | 0.1% | |
| 64.29160482 | 1 | 0.1% | |
| 62.21297837 | 1 | 0.1% | |
| 61.68755221 | 1 | 0.1% | |
| 58.88830624 | 1 | 0.1% | |
| 58.74090155 | 1 | 0.1% | |
| 58.33484711 | 1 | 0.1% |
| Distinct | 759 |
|---|---|
| Distinct (%) | 70.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.618447434 |
|---|---|
| Minimum | 0 |
| Maximum | 59.75943277 |
| Zeros | 327 |
| Zeros (%) | 30.1% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.045782013 |
| Q3 | 3.713656151 |
| 95-th percentile | 13.00853332 |
| Maximum | 59.75943277 |
| Range | 59.75943277 |
| Interquartile range (IQR) | 3.713656151 |
Descriptive statistics
| Standard deviation | 8.186528464 |
|---|---|
| Coefficient of variation (CV) | 2.262442281 |
| Kurtosis | 24.37601355 |
| Mean | 3.618447434 |
| Median Absolute Deviation (MAD) | 1.045782013 |
| Skewness | 4.683513268 |
| Sum | 3926.015466 |
| Variance | 67.01924829 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 327 | 30.1% | |
| 0.4391891892 | 1 | 0.1% | |
| 6.06357894 | 1 | 0.1% | |
| 0.3110419907 | 1 | 0.1% | |
| 0.8710213041 | 1 | 0.1% | |
| 0.3925123685 | 1 | 0.1% | |
| 2.74652548 | 1 | 0.1% | |
| 23.25036603 | 1 | 0.1% | |
| 0.1037613489 | 1 | 0.1% | |
| 4.225229158 | 1 | 0.1% | |
| 3.942547267 | 1 | 0.1% | |
| 0.153609831 | 1 | 0.1% | |
| 2.112647167 | 1 | 0.1% | |
| 0.7240741237 | 1 | 0.1% | |
| 2.164986283 | 1 | 0.1% | |
| 1.781248405 | 1 | 0.1% | |
| 12.94736842 | 1 | 0.1% | |
| 5.823068309 | 1 | 0.1% | |
| 36.0680657 | 1 | 0.1% | |
| 6.108608735 | 1 | 0.1% | |
| 11.47235906 | 1 | 0.1% | |
| 2.073306183 | 1 | 0.1% | |
| 3.394994559 | 1 | 0.1% | |
| 5.702970297 | 1 | 0.1% | |
| 6.040151295 | 1 | 0.1% | |
| Other values (734) | 734 | 67.6% |
| Value | Count | Frequency (%) | |
| 0 | 327 | 30.1% | |
| 0.01191682059 | 1 | 0.1% | |
| 0.0184343124 | 1 | 0.1% | |
| 0.02894715077 | 1 | 0.1% | |
| 0.03777985841 | 1 | 0.1% | |
| 0.04101034579 | 1 | 0.1% | |
| 0.04420475643 | 1 | 0.1% | |
| 0.04990642545 | 1 | 0.1% | |
| 0.05376633152 | 1 | 0.1% | |
| 0.06182544029 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 59.75943277 | 1 | 0.1% | |
| 59.59257709 | 1 | 0.1% | |
| 58.57165182 | 1 | 0.1% | |
| 57.79100037 | 1 | 0.1% | |
| 56.50546182 | 1 | 0.1% | |
| 55.92645547 | 1 | 0.1% | |
| 55.4792653 | 1 | 0.1% | |
| 55.18179035 | 1 | 0.1% | |
| 52.96492556 | 1 | 0.1% | |
| 52.81568941 | 1 | 0.1% |
| Distinct | 698 |
|---|---|
| Distinct (%) | 64.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.1734228306 |
|---|---|
| Minimum | -6 |
| Maximum | 1.666666667 |
| Zeros | 122 |
| Zeros (%) | 11.2% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | -6 |
|---|---|
| 5-th percentile | -0.9404411765 |
| Q1 | -0.3636363636 |
| median | -0.07258064516 |
| Q3 | 0.07092198582 |
| 95-th percentile | 0.4691535151 |
| Maximum | 1.666666667 |
| Range | 7.666666667 |
| Interquartile range (IQR) | 0.4345583495 |
Descriptive statistics
| Standard deviation | 0.5396567602 |
|---|---|
| Coefficient of variation (CV) | -3.111797671 |
| Kurtosis | 22.60407321 |
| Mean | -0.1734228306 |
| Median Absolute Deviation (MAD) | 0.2001466276 |
| Skewness | -2.894701843 |
| Sum | -188.1637712 |
| Variance | 0.2912294189 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 122 | 11.2% | |
| -0.5 | 18 | 1.7% | |
| -0.25 | 9 | 0.8% | |
| -0.2 | 9 | 0.8% | |
| 0.125 | 9 | 0.8% | |
| 0.2 | 8 | 0.7% | |
| -0.2142857143 | 8 | 0.7% | |
| 0.09090909091 | 8 | 0.7% | |
| -0.3333333333 | 8 | 0.7% | |
| -0.1428571429 | 8 | 0.7% | |
| -0.3636363636 | 7 | 0.6% | |
| 0.1666666667 | 7 | 0.6% | |
| -0.125 | 6 | 0.6% | |
| -0.1666666667 | 6 | 0.6% | |
| 0.07692307692 | 6 | 0.6% | |
| 0.2857142857 | 5 | 0.5% | |
| -0.2666666667 | 5 | 0.5% | |
| 0.5 | 5 | 0.5% | |
| 0.25 | 4 | 0.4% | |
| -0.15 | 4 | 0.4% | |
| -0.5714285714 | 4 | 0.4% | |
| -0.2352941176 | 4 | 0.4% | |
| 0.1 | 4 | 0.4% | |
| 0.4 | 4 | 0.4% | |
| -0.1333333333 | 4 | 0.4% | |
| Other values (673) | 803 | 74.0% |
| Value | Count | Frequency (%) | |
| -6 | 1 | 0.1% | |
| -5 | 1 | 0.1% | |
| -3 | 4 | 0.4% | |
| -2.875 | 1 | 0.1% | |
| -2.857142857 | 1 | 0.1% | |
| -2.705882353 | 1 | 0.1% | |
| -2.666666667 | 1 | 0.1% | |
| -2.222222222 | 1 | 0.1% | |
| -2.125 | 1 | 0.1% | |
| -2 | 2 | 0.2% |
| Value | Count | Frequency (%) | |
| 1.666666667 | 1 | 0.1% | |
| 1.509803922 | 1 | 0.1% | |
| 1.416666667 | 1 | 0.1% | |
| 1.4 | 1 | 0.1% | |
| 1.2 | 2 | 0.2% | |
| 1.130434783 | 1 | 0.1% | |
| 1.125 | 1 | 0.1% | |
| 1.038461538 | 1 | 0.1% | |
| 1 | 3 | 0.3% | |
| 0.9864864865 | 1 | 0.1% |
| Distinct | 519 |
|---|---|
| Distinct (%) | 47.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1710029266 |
|---|---|
| Minimum | 0 |
| Maximum | 2 |
| Zeros | 214 |
| Zeros (%) | 19.7% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.03676470588 |
| median | 0.1238095238 |
| Q3 | 0.2428571429 |
| 95-th percentile | 0.4870523416 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0.206092437 |
Descriptive statistics
| Standard deviation | 0.2000783716 |
|---|---|
| Coefficient of variation (CV) | 1.170028932 |
| Kurtosis | 22.45826268 |
| Mean | 0.1710029266 |
| Median Absolute Deviation (MAD) | 0.1010822511 |
| Skewness | 3.467557288 |
| Sum | 185.5381753 |
| Variance | 0.04003135479 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 214 | 19.7% | |
| 0.09090909091 | 16 | 1.5% | |
| 0.2 | 16 | 1.5% | |
| 0.125 | 15 | 1.4% | |
| 0.3333333333 | 13 | 1.2% | |
| 0.1428571429 | 12 | 1.1% | |
| 0.1818181818 | 12 | 1.1% | |
| 0.1 | 11 | 1.0% | |
| 0.07142857143 | 11 | 1.0% | |
| 0.1666666667 | 10 | 0.9% | |
| 0.25 | 9 | 0.8% | |
| 0.08333333333 | 9 | 0.8% | |
| 0.1176470588 | 9 | 0.8% | |
| 0.05882352941 | 9 | 0.8% | |
| 0.3 | 8 | 0.7% | |
| 0.1111111111 | 8 | 0.7% | |
| 0.05555555556 | 7 | 0.6% | |
| 0.0625 | 7 | 0.6% | |
| 0.04166666667 | 6 | 0.6% | |
| 1 | 5 | 0.5% | |
| 0.2222222222 | 5 | 0.5% | |
| 0.2857142857 | 5 | 0.5% | |
| 0.04347826087 | 5 | 0.5% | |
| 0.1304347826 | 5 | 0.5% | |
| 0.4285714286 | 5 | 0.5% | |
| Other values (494) | 653 | 60.2% |
| Value | Count | Frequency (%) | |
| 0 | 214 | 19.7% | |
| 0.007168458781 | 1 | 0.1% | |
| 0.008547008547 | 1 | 0.1% | |
| 0.01156069364 | 1 | 0.1% | |
| 0.01234567901 | 1 | 0.1% | |
| 0.01265822785 | 1 | 0.1% | |
| 0.01351351351 | 1 | 0.1% | |
| 0.01449275362 | 1 | 0.1% | |
| 0.01515151515 | 1 | 0.1% | |
| 0.01612903226 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 2 | 3 | 0.3% | |
| 1.5 | 1 | 0.1% | |
| 1.2 | 1 | 0.1% | |
| 1.078431373 | 1 | 0.1% | |
| 1 | 5 | 0.5% | |
| 0.9157894737 | 1 | 0.1% | |
| 0.842364532 | 1 | 0.1% | |
| 0.8333333333 | 1 | 0.1% | |
| 0.8181818182 | 1 | 0.1% | |
| 0.8 | 2 | 0.2% |
| Distinct | 617 |
|---|---|
| Distinct (%) | 56.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3916859539 |
|---|---|
| Minimum | 0 |
| Maximum | 2.117647059 |
| Zeros | 168 |
| Zeros (%) | 15.5% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.125 |
| median | 0.3137254902 |
| Q3 | 0.5810810811 |
| 95-th percentile | 1.089628681 |
| Maximum | 2.117647059 |
| Range | 2.117647059 |
| Interquartile range (IQR) | 0.4560810811 |
Descriptive statistics
| Standard deviation | 0.3544913748 |
|---|---|
| Coefficient of variation (CV) | 0.9050397933 |
| Kurtosis | 1.761983536 |
| Mean | 0.3916859539 |
| Median Absolute Deviation (MAD) | 0.2211582307 |
| Skewness | 1.226287067 |
| Sum | 424.97926 |
| Variance | 0.1256641348 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 168 | 15.5% | |
| 0.5 | 17 | 1.6% | |
| 0.3333333333 | 13 | 1.2% | |
| 0.2 | 12 | 1.1% | |
| 0.4 | 10 | 0.9% | |
| 0.25 | 10 | 0.9% | |
| 0.125 | 9 | 0.8% | |
| 0.1818181818 | 9 | 0.8% | |
| 0.1428571429 | 8 | 0.7% | |
| 0.75 | 8 | 0.7% | |
| 0.2857142857 | 7 | 0.6% | |
| 0.2222222222 | 6 | 0.6% | |
| 0.4285714286 | 6 | 0.6% | |
| 0.09090909091 | 6 | 0.6% | |
| 0.6666666667 | 6 | 0.6% | |
| 0.1 | 6 | 0.6% | |
| 0.375 | 6 | 0.6% | |
| 1 | 6 | 0.6% | |
| 0.3529411765 | 6 | 0.6% | |
| 0.05555555556 | 5 | 0.5% | |
| 0.1333333333 | 5 | 0.5% | |
| 0.4444444444 | 5 | 0.5% | |
| 0.1666666667 | 5 | 0.5% | |
| 0.08333333333 | 5 | 0.5% | |
| 0.3913043478 | 4 | 0.4% | |
| Other values (592) | 737 | 67.9% |
| Value | Count | Frequency (%) | |
| 0 | 168 | 15.5% | |
| 0.008403361345 | 1 | 0.1% | |
| 0.01333333333 | 1 | 0.1% | |
| 0.02083333333 | 1 | 0.1% | |
| 0.02173913043 | 2 | 0.2% | |
| 0.02564102564 | 1 | 0.1% | |
| 0.02597402597 | 1 | 0.1% | |
| 0.02803738318 | 1 | 0.1% | |
| 0.03225806452 | 1 | 0.1% | |
| 0.03448275862 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 2.117647059 | 1 | 0.1% | |
| 2 | 3 | 0.3% | |
| 1.6 | 1 | 0.1% | |
| 1.571428571 | 1 | 0.1% | |
| 1.5625 | 1 | 0.1% | |
| 1.538461538 | 1 | 0.1% | |
| 1.508408797 | 1 | 0.1% | |
| 1.5 | 2 | 0.2% | |
| 1.484375 | 1 | 0.1% | |
| 1.473684211 | 1 | 0.1% |
| Distinct | 706 |
|---|---|
| Distinct (%) | 65.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.1670015927 |
|---|---|
| Minimum | -6 |
| Maximum | 2.137254902 |
| Zeros | 109 |
| Zeros (%) | 10.0% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | -6 |
|---|---|
| 5-th percentile | -0.9781385281 |
| Q1 | -0.3513513514 |
| median | -0.07692307692 |
| Q3 | 0.06666666667 |
| 95-th percentile | 0.5 |
| Maximum | 2.137254902 |
| Range | 8.137254902 |
| Interquartile range (IQR) | 0.418018018 |
Descriptive statistics
| Standard deviation | 0.5507435121 |
|---|---|
| Coefficient of variation (CV) | -3.297833891 |
| Kurtosis | 25.08628958 |
| Mean | -0.1670015927 |
| Median Absolute Deviation (MAD) | 0.2019230769 |
| Skewness | -3.12419804 |
| Sum | -181.196728 |
| Variance | 0.3033184161 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 109 | 10.0% | |
| -0.5 | 9 | 0.8% | |
| -0.3333333333 | 8 | 0.7% | |
| 0.1666666667 | 8 | 0.7% | |
| -0.2 | 8 | 0.7% | |
| 0.1428571429 | 7 | 0.6% | |
| -0.1818181818 | 7 | 0.6% | |
| -1 | 7 | 0.6% | |
| -0.125 | 7 | 0.6% | |
| 0.5 | 7 | 0.6% | |
| -0.1428571429 | 6 | 0.6% | |
| -0.1666666667 | 6 | 0.6% | |
| 0.1052631579 | 6 | 0.6% | |
| -0.6666666667 | 6 | 0.6% | |
| -0.2222222222 | 6 | 0.6% | |
| 0.3333333333 | 6 | 0.6% | |
| 0.2857142857 | 5 | 0.5% | |
| -0.2857142857 | 5 | 0.5% | |
| -0.2727272727 | 5 | 0.5% | |
| -0.4 | 5 | 0.5% | |
| -0.1176470588 | 4 | 0.4% | |
| -0.25 | 4 | 0.4% | |
| -0.2666666667 | 4 | 0.4% | |
| -0.2941176471 | 4 | 0.4% | |
| -0.08333333333 | 4 | 0.4% | |
| Other values (681) | 832 | 76.7% |
| Value | Count | Frequency (%) | |
| -6 | 1 | 0.1% | |
| -5.5 | 1 | 0.1% | |
| -4 | 1 | 0.1% | |
| -3.428571429 | 1 | 0.1% | |
| -3.125 | 1 | 0.1% | |
| -2.9375 | 1 | 0.1% | |
| -2.8 | 1 | 0.1% | |
| -2.555555556 | 1 | 0.1% | |
| -2.4 | 1 | 0.1% | |
| -2.303030303 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 2.137254902 | 1 | 0.1% | |
| 1.4 | 2 | 0.2% | |
| 1.333333333 | 1 | 0.1% | |
| 1.166666667 | 1 | 0.1% | |
| 1.076923077 | 1 | 0.1% | |
| 1.033898305 | 1 | 0.1% | |
| 1.010869565 | 1 | 0.1% | |
| 1 | 3 | 0.3% | |
| 0.972972973 | 1 | 0.1% | |
| 0.9411764706 | 1 | 0.1% |
| Distinct | 536 |
|---|---|
| Distinct (%) | 49.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1764990822 |
|---|---|
| Minimum | 0 |
| Maximum | 2 |
| Zeros | 212 |
| Zeros (%) | 19.5% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.03947368421 |
| median | 0.1354166667 |
| Q3 | 0.25 |
| 95-th percentile | 0.5 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0.2105263158 |
Descriptive statistics
| Standard deviation | 0.1950069256 |
|---|---|
| Coefficient of variation (CV) | 1.104860848 |
| Kurtosis | 18.11050322 |
| Mean | 0.1764990822 |
| Median Absolute Deviation (MAD) | 0.1051136364 |
| Skewness | 3.026935826 |
| Sum | 191.5015042 |
| Variance | 0.03802770102 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 212 | 19.5% | |
| 0.2 | 15 | 1.4% | |
| 0.25 | 13 | 1.2% | |
| 0.1666666667 | 13 | 1.2% | |
| 0.1428571429 | 12 | 1.1% | |
| 0.2857142857 | 11 | 1.0% | |
| 0.125 | 10 | 0.9% | |
| 0.07142857143 | 10 | 0.9% | |
| 0.1818181818 | 9 | 0.8% | |
| 0.3333333333 | 9 | 0.8% | |
| 0.09090909091 | 9 | 0.8% | |
| 0.05882352941 | 9 | 0.8% | |
| 0.1 | 9 | 0.8% | |
| 0.1111111111 | 9 | 0.8% | |
| 0.0625 | 8 | 0.7% | |
| 0.2222222222 | 8 | 0.7% | |
| 0.5 | 7 | 0.6% | |
| 0.1363636364 | 6 | 0.6% | |
| 0.07692307692 | 6 | 0.6% | |
| 0.3043478261 | 6 | 0.6% | |
| 0.08333333333 | 5 | 0.5% | |
| 0.1333333333 | 5 | 0.5% | |
| 1 | 5 | 0.5% | |
| 0.4 | 5 | 0.5% | |
| 0.05555555556 | 5 | 0.5% | |
| Other values (511) | 669 | 61.7% |
| Value | Count | Frequency (%) | |
| 0 | 212 | 19.5% | |
| 0.009174311927 | 1 | 0.1% | |
| 0.01156069364 | 1 | 0.1% | |
| 0.01176470588 | 1 | 0.1% | |
| 0.01234567901 | 1 | 0.1% | |
| 0.01265822785 | 1 | 0.1% | |
| 0.01408450704 | 1 | 0.1% | |
| 0.01433691756 | 1 | 0.1% | |
| 0.01515151515 | 1 | 0.1% | |
| 0.01709401709 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 2 | 2 | 0.2% | |
| 1.4 | 1 | 0.1% | |
| 1.253731343 | 1 | 0.1% | |
| 1.2 | 1 | 0.1% | |
| 1.083333333 | 1 | 0.1% | |
| 1.039215686 | 1 | 0.1% | |
| 1 | 5 | 0.5% | |
| 0.9473684211 | 1 | 0.1% | |
| 0.8064516129 | 1 | 0.1% | |
| 0.7551020408 | 1 | 0.1% |
| Distinct | 611 |
|---|---|
| Distinct (%) | 56.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3929621743 |
|---|---|
| Minimum | 0 |
| Maximum | 2.117647059 |
| Zeros | 167 |
| Zeros (%) | 15.4% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.125 |
| median | 0.3137254902 |
| Q3 | 0.5813953488 |
| 95-th percentile | 1.090118577 |
| Maximum | 2.117647059 |
| Range | 2.117647059 |
| Interquartile range (IQR) | 0.4563953488 |
Descriptive statistics
| Standard deviation | 0.3559070676 |
|---|---|
| Coefficient of variation (CV) | 0.9057031206 |
| Kurtosis | 1.680023027 |
| Mean | 0.3929621743 |
| Median Absolute Deviation (MAD) | 0.2228163993 |
| Skewness | 1.214657126 |
| Sum | 426.3639591 |
| Variance | 0.1266698407 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 167 | 15.4% | |
| 0.5 | 16 | 1.5% | |
| 0.3333333333 | 13 | 1.2% | |
| 0.2 | 12 | 1.1% | |
| 0.1428571429 | 9 | 0.8% | |
| 1 | 9 | 0.8% | |
| 0.75 | 9 | 0.8% | |
| 0.4 | 9 | 0.8% | |
| 0.125 | 9 | 0.8% | |
| 0.1818181818 | 8 | 0.7% | |
| 0.375 | 8 | 0.7% | |
| 0.25 | 8 | 0.7% | |
| 0.4285714286 | 8 | 0.7% | |
| 0.6666666667 | 7 | 0.6% | |
| 0.6 | 7 | 0.6% | |
| 0.2857142857 | 7 | 0.6% | |
| 0.09090909091 | 6 | 0.6% | |
| 0.3913043478 | 6 | 0.6% | |
| 0.3529411765 | 6 | 0.6% | |
| 0.2222222222 | 6 | 0.6% | |
| 0.2727272727 | 6 | 0.6% | |
| 0.1666666667 | 5 | 0.5% | |
| 0.05555555556 | 5 | 0.5% | |
| 0.1333333333 | 5 | 0.5% | |
| 0.08333333333 | 5 | 0.5% | |
| Other values (586) | 729 | 67.2% |
| Value | Count | Frequency (%) | |
| 0 | 167 | 15.4% | |
| 0.008403361345 | 1 | 0.1% | |
| 0.01333333333 | 1 | 0.1% | |
| 0.02083333333 | 1 | 0.1% | |
| 0.02173913043 | 2 | 0.2% | |
| 0.02564102564 | 1 | 0.1% | |
| 0.02597402597 | 1 | 0.1% | |
| 0.03225806452 | 1 | 0.1% | |
| 0.03448275862 | 1 | 0.1% | |
| 0.03492647059 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 2.117647059 | 1 | 0.1% | |
| 2 | 3 | 0.3% | |
| 1.571428571 | 1 | 0.1% | |
| 1.5625 | 1 | 0.1% | |
| 1.555555556 | 1 | 0.1% | |
| 1.51228978 | 1 | 0.1% | |
| 1.5 | 2 | 0.2% | |
| 1.480769231 | 1 | 0.1% | |
| 1.473684211 | 1 | 0.1% | |
| 1.453900709 | 1 | 0.1% |
| Distinct | 833 |
|---|---|
| Distinct (%) | 76.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.548894767 |
|---|---|
| Minimum | 0 |
| Maximum | 17 |
| Zeros | 61 |
| Zeros (%) | 5.6% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.176923077 |
| median | 2.289256198 |
| Q3 | 3.7 |
| 95-th percentile | 5.617568991 |
| Maximum | 17 |
| Range | 17 |
| Interquartile range (IQR) | 2.523076923 |
Descriptive statistics
| Standard deviation | 1.804974178 |
|---|---|
| Coefficient of variation (CV) | 0.7081399364 |
| Kurtosis | 6.117282596 |
| Mean | 2.548894767 |
| Median Absolute Deviation (MAD) | 1.210743802 |
| Skewness | 1.3465228 |
| Sum | 2765.550823 |
| Variance | 3.257931784 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 61 | 5.6% | |
| 1 | 18 | 1.7% | |
| 3 | 9 | 0.8% | |
| 2 | 9 | 0.8% | |
| 4 | 7 | 0.6% | |
| 1.333333333 | 6 | 0.6% | |
| 2.5 | 6 | 0.6% | |
| 2.8 | 5 | 0.5% | |
| 1.5 | 5 | 0.5% | |
| 1.285714286 | 5 | 0.5% | |
| 3.5 | 4 | 0.4% | |
| 4.5 | 4 | 0.4% | |
| 0.7142857143 | 4 | 0.4% | |
| 4.666666667 | 4 | 0.4% | |
| 2.352941176 | 4 | 0.4% | |
| 0.7692307692 | 4 | 0.4% | |
| 1.714285714 | 4 | 0.4% | |
| 2.75 | 4 | 0.4% | |
| 1.666666667 | 4 | 0.4% | |
| 5 | 4 | 0.4% | |
| 2.6 | 3 | 0.3% | |
| 0.4444444444 | 3 | 0.3% | |
| 1.846153846 | 3 | 0.3% | |
| 0.9090909091 | 3 | 0.3% | |
| 1.166666667 | 3 | 0.3% | |
| Other values (808) | 899 | 82.9% |
| Value | Count | Frequency (%) | |
| 0 | 61 | 5.6% | |
| 0.05128205128 | 1 | 0.1% | |
| 0.0625 | 2 | 0.2% | |
| 0.06666666667 | 1 | 0.1% | |
| 0.07692307692 | 1 | 0.1% | |
| 0.1040462428 | 1 | 0.1% | |
| 0.1111111111 | 1 | 0.1% | |
| 0.1290322581 | 1 | 0.1% | |
| 0.1304347826 | 1 | 0.1% | |
| 0.15 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 17 | 1 | 0.1% | |
| 16 | 1 | 0.1% | |
| 10.35294118 | 1 | 0.1% | |
| 9.5 | 1 | 0.1% | |
| 8.4 | 1 | 0.1% | |
| 7.714285714 | 1 | 0.1% | |
| 7.666666667 | 1 | 0.1% | |
| 7.25 | 1 | 0.1% | |
| 7.235294118 | 1 | 0.1% | |
| 7.135834411 | 1 | 0.1% |
age_moyen
Real number (ℝ≥0)
| Distinct | 1017 |
|---|---|
| Distinct (%) | 93.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.23845103 |
|---|---|
| Minimum | 3 |
| Maximum | 82.75 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 30.12255226 |
| Q1 | 38.5 |
| median | 44.11111111 |
| Q3 | 49.73232323 |
| 95-th percentile | 59.26666667 |
| Maximum | 82.75 |
| Range | 79.75 |
| Interquartile range (IQR) | 11.23232323 |
Descriptive statistics
| Standard deviation | 9.14194326 |
|---|---|
| Coefficient of variation (CV) | 0.2066515225 |
| Kurtosis | 1.021357328 |
| Mean | 44.23845103 |
| Median Absolute Deviation (MAD) | 5.618357488 |
| Skewness | 0.03490166868 |
| Sum | 47998.71937 |
| Variance | 83.57512656 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 54.5 | 5 | 0.5% | |
| 38.5 | 4 | 0.4% | |
| 37 | 4 | 0.4% | |
| 43.14285714 | 4 | 0.4% | |
| 46 | 3 | 0.3% | |
| 49 | 3 | 0.3% | |
| 50 | 3 | 0.3% | |
| 39 | 3 | 0.3% | |
| 46.11111111 | 3 | 0.3% | |
| 46.5 | 2 | 0.2% | |
| 52 | 2 | 0.2% | |
| 45.85714286 | 2 | 0.2% | |
| 25 | 2 | 0.2% | |
| 57 | 2 | 0.2% | |
| 40 | 2 | 0.2% | |
| 34.5 | 2 | 0.2% | |
| 61 | 2 | 0.2% | |
| 43.5 | 2 | 0.2% | |
| 51.75 | 2 | 0.2% | |
| 48.5 | 2 | 0.2% | |
| 49.33333333 | 2 | 0.2% | |
| 48 | 2 | 0.2% | |
| 49.16666667 | 2 | 0.2% | |
| 46.4 | 2 | 0.2% | |
| 37.2 | 2 | 0.2% | |
| Other values (992) | 1021 | 94.1% |
| Value | Count | Frequency (%) | |
| 3 | 1 | 0.1% | |
| 8 | 1 | 0.1% | |
| 9 | 1 | 0.1% | |
| 17.66666667 | 1 | 0.1% | |
| 17.7 | 1 | 0.1% | |
| 20.33333333 | 1 | 0.1% | |
| 20.38888889 | 1 | 0.1% | |
| 21.2 | 1 | 0.1% | |
| 21.84615385 | 1 | 0.1% | |
| 22.97426471 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 82.75 | 1 | 0.1% | |
| 79.0625 | 1 | 0.1% | |
| 74 | 1 | 0.1% | |
| 71 | 1 | 0.1% | |
| 70.5 | 1 | 0.1% | |
| 69.4 | 1 | 0.1% | |
| 69 | 1 | 0.1% | |
| 68.30769231 | 1 | 0.1% | |
| 68 | 1 | 0.1% | |
| 67.22222222 | 1 | 0.1% |
nb_prescripteurs
Real number (ℝ≥0)
| Distinct | 72 |
|---|---|
| Distinct (%) | 6.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.14285714 |
|---|---|
| Minimum | 1 |
| Maximum | 129 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 7 |
| median | 14 |
| Q3 | 22 |
| 95-th percentile | 44.6 |
| Maximum | 129 |
| Range | 128 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 14.14170695 |
|---|---|
| Coefficient of variation (CV) | 0.8249329057 |
| Kurtosis | 7.471178648 |
| Mean | 17.14285714 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 2.118514687 |
| Sum | 18600 |
| Variance | 199.9878756 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 6 | 55 | 5.1% | |
| 12 | 51 | 4.7% | |
| 9 | 50 | 4.6% | |
| 15 | 46 | 4.2% | |
| 11 | 43 | 4.0% | |
| 5 | 43 | 4.0% | |
| 4 | 42 | 3.9% | |
| 7 | 41 | 3.8% | |
| 10 | 39 | 3.6% | |
| 16 | 37 | 3.4% | |
| 18 | 36 | 3.3% | |
| 8 | 36 | 3.3% | |
| 3 | 36 | 3.3% | |
| 13 | 35 | 3.2% | |
| 21 | 33 | 3.0% | |
| 14 | 33 | 3.0% | |
| 17 | 32 | 2.9% | |
| 19 | 32 | 2.9% | |
| 2 | 31 | 2.9% | |
| 1 | 28 | 2.6% | |
| 26 | 27 | 2.5% | |
| 20 | 26 | 2.4% | |
| 25 | 19 | 1.8% | |
| 24 | 18 | 1.7% | |
| 23 | 15 | 1.4% | |
| Other values (47) | 201 | 18.5% |
| Value | Count | Frequency (%) | |
| 1 | 28 | 2.6% | |
| 2 | 31 | 2.9% | |
| 3 | 36 | 3.3% | |
| 4 | 42 | 3.9% | |
| 5 | 43 | 4.0% | |
| 6 | 55 | 5.1% | |
| 7 | 41 | 3.8% | |
| 8 | 36 | 3.3% | |
| 9 | 50 | 4.6% | |
| 10 | 39 | 3.6% |
| Value | Count | Frequency (%) | |
| 129 | 1 | 0.1% | |
| 100 | 1 | 0.1% | |
| 87 | 1 | 0.1% | |
| 85 | 1 | 0.1% | |
| 81 | 1 | 0.1% | |
| 76 | 1 | 0.1% | |
| 75 | 2 | 0.2% | |
| 74 | 2 | 0.2% | |
| 73 | 1 | 0.1% | |
| 69 | 1 | 0.1% |
nb_PEC_par_prescripteurs
Real number (ℝ≥0)
| Distinct | 394 |
|---|---|
| Distinct (%) | 36.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.33362212 |
|---|---|
| Minimum | 1 |
| Maximum | 28.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1.25 |
| Q1 | 1.93 |
| median | 2.76 |
| Q3 | 3.94 |
| 95-th percentile | 7.278 |
| Maximum | 28.8 |
| Range | 27.8 |
| Interquartile range (IQR) | 2.01 |
Descriptive statistics
| Standard deviation | 2.347143366 |
|---|---|
| Coefficient of variation (CV) | 0.7040820109 |
| Kurtosis | 23.52134461 |
| Mean | 3.33362212 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.646005358 |
| Sum | 3616.98 |
| Variance | 5.509081979 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1 | 37 | 3.4% | |
| 2 | 37 | 3.4% | |
| 1.5 | 30 | 2.8% | |
| 3 | 25 | 2.3% | |
| 1.33 | 16 | 1.5% | |
| 1.6 | 15 | 1.4% | |
| 4 | 13 | 1.2% | |
| 2.5 | 12 | 1.1% | |
| 1.67 | 12 | 1.1% | |
| 1.75 | 12 | 1.1% | |
| 2.25 | 10 | 0.9% | |
| 2.67 | 9 | 0.8% | |
| 1.71 | 9 | 0.8% | |
| 2.33 | 9 | 0.8% | |
| 2.75 | 9 | 0.8% | |
| 3.52 | 7 | 0.6% | |
| 3.08 | 7 | 0.6% | |
| 1.44 | 7 | 0.6% | |
| 1.25 | 7 | 0.6% | |
| 1.43 | 7 | 0.6% | |
| 2.44 | 7 | 0.6% | |
| 4.5 | 7 | 0.6% | |
| 2.14 | 7 | 0.6% | |
| 3.17 | 7 | 0.6% | |
| 1.4 | 7 | 0.6% | |
| Other values (369) | 760 | 70.0% |
| Value | Count | Frequency (%) | |
| 1 | 37 | 3.4% | |
| 1.11 | 1 | 0.1% | |
| 1.13 | 1 | 0.1% | |
| 1.14 | 2 | 0.2% | |
| 1.17 | 5 | 0.5% | |
| 1.2 | 3 | 0.3% | |
| 1.22 | 3 | 0.3% | |
| 1.23 | 1 | 0.1% | |
| 1.25 | 7 | 0.6% | |
| 1.26 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 28.8 | 1 | 0.1% | |
| 22 | 1 | 0.1% | |
| 18.8 | 1 | 0.1% | |
| 18.67 | 1 | 0.1% | |
| 17.24 | 1 | 0.1% | |
| 16.88 | 1 | 0.1% | |
| 15.4 | 1 | 0.1% | |
| 15.33 | 1 | 0.1% | |
| 13.33 | 1 | 0.1% | |
| 12.82 | 1 | 0.1% |
fraud
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.6 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 900 | 82.9% | |
| 1 | 185 | 17.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| ref_PS | nb_lignes_PEC | dep_identique | dep_limit | dep_non_limit | PEC_CRE | PEC_ANN | PEC_ACC | PEC_FAC | PEC_REF | taux_non_ventes | Prix_monture | Prix_verres | Prix_equipement | Pourcent_remise_verre | Pourcent_remise_monture | Pourcent_remise_total | cor_sphere_VD | cor_cylindre_VD | cor_addition_VD | cor_sphere_VG | cor_cylindre_VG | cor_addition_VG | facteur_correction | age_moyen | nb_prescripteurs | nb_PEC_par_prescripteurs | fraud | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | aee089878bc4fc9 | 4 | 100.00 | 0.00 | 0.00 | 25.00 | 0.00 | 0.00 | 75.00 | 0.00 | 25.00 | 110.250000 | 534.000000 | 644.250000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 64.750000 | 3 | 1.33 | 0 |
| 1 | 7bcdf86e60fc6bb | 31 | 87.10 | 12.90 | 0.00 | 9.68 | 6.45 | 0.00 | 83.87 | 0.00 | 16.13 | 114.032258 | 217.096774 | 331.129032 | 0.505201 | 13.833098 | 5.094983 | 0.161290 | 0.161290 | 0.064516 | 0.129032 | 0.096774 | 0.064516 | 1.322581 | 46.709677 | 6 | 5.17 | 0 |
| 2 | 6a2a9a0b630ac78 | 18 | 72.22 | 16.67 | 11.11 | 5.56 | 5.56 | 5.56 | 77.78 | 5.56 | 16.67 | 177.944444 | 246.222222 | 424.166667 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.055556 | 0.555556 | 0.000000 | 0.055556 | 0.555556 | 2.777778 | 49.166667 | 12 | 1.50 | 0 |
| 3 | 8a55867c44c03c6 | 22 | 100.00 | 0.00 | 0.00 | 22.73 | 0.00 | 0.00 | 72.73 | 4.55 | 27.27 | 131.136364 | 337.954545 | 469.090909 | 0.000000 | 0.000000 | 0.000000 | 0.090909 | 0.227273 | 0.454545 | 0.136364 | 0.181818 | 0.454545 | 1.909091 | 45.681818 | 5 | 4.40 | 0 |
| 4 | b4c20c7d5726498 | 99 | 88.89 | 9.09 | 2.02 | 12.12 | 8.08 | 1.01 | 72.73 | 6.06 | 26.26 | 124.323232 | 264.323232 | 388.646465 | 0.443290 | 1.364966 | 0.738122 | 0.101010 | 0.060606 | 0.333333 | 0.151515 | 0.161616 | 0.333333 | 1.888889 | 41.898990 | 26 | 3.81 | 0 |
| 5 | a0c0bb2653ad8bc | 55 | 58.18 | 38.18 | 3.64 | 5.45 | 9.09 | 1.82 | 41.82 | 41.82 | 56.36 | 101.945455 | 293.200000 | 395.145455 | 4.675679 | 18.833601 | 8.328349 | -0.290909 | 0.818182 | 0.490909 | -0.581818 | 0.690909 | 0.600000 | 5.254545 | 37.927273 | 14 | 3.93 | 0 |
| 6 | 5e9c1a8e26230f9 | 47 | 46.81 | 53.19 | 0.00 | 2.13 | 12.77 | 4.26 | 80.85 | 0.00 | 14.89 | 190.787234 | 439.808511 | 630.595745 | 1.693193 | 2.442288 | 1.919833 | -0.787234 | 0.382979 | 0.638298 | -0.659574 | 0.340426 | 0.638298 | 4.595745 | 43.510638 | 23 | 2.04 | 0 |
| 7 | ad7d4289301884b | 6 | 100.00 | 0.00 | 0.00 | 16.67 | 0.00 | 0.00 | 83.33 | 0.00 | 16.67 | 103.666667 | 264.666667 | 368.333333 | 8.312343 | 6.591640 | 7.828054 | -0.166667 | 0.500000 | 1.166667 | -0.166667 | 0.333333 | 1.166667 | 4.500000 | 53.166667 | 3 | 2.00 | 0 |
| 8 | 536238d99a3f804 | 184 | 47.83 | 28.26 | 23.91 | 3.80 | 4.89 | 1.09 | 89.13 | 1.09 | 9.78 | 143.994565 | 320.853261 | 464.847826 | 0.000000 | 0.000000 | 0.000000 | -0.282609 | 0.260870 | 0.494565 | -0.239130 | 0.304348 | 0.516304 | 3.076087 | 45.690217 | 39 | 4.72 | 0 |
| 9 | 48c476779148da5 | 28 | 100.00 | 0.00 | 0.00 | 3.57 | 10.71 | 21.43 | 60.71 | 3.57 | 17.86 | 161.642857 | 355.642857 | 517.285714 | 1.908014 | 1.391958 | 1.746755 | -0.607143 | 0.178571 | 0.500000 | -0.428571 | 0.178571 | 0.500000 | 3.178571 | 45.857143 | 17 | 1.65 | 0 |
Last rows
| ref_PS | nb_lignes_PEC | dep_identique | dep_limit | dep_non_limit | PEC_CRE | PEC_ANN | PEC_ACC | PEC_FAC | PEC_REF | taux_non_ventes | Prix_monture | Prix_verres | Prix_equipement | Pourcent_remise_verre | Pourcent_remise_monture | Pourcent_remise_total | cor_sphere_VD | cor_cylindre_VD | cor_addition_VD | cor_sphere_VG | cor_cylindre_VG | cor_addition_VG | facteur_correction | age_moyen | nb_prescripteurs | nb_PEC_par_prescripteurs | fraud | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1075 | 7b9f4e822ede5ae | 7 | 42.86 | 28.57 | 28.57 | 0.00 | 28.57 | 0.00 | 71.43 | 0.00 | 28.57 | 162.428571 | 320.857143 | 483.285714 | 0.00000 | 0.000000 | 0.000000 | -0.714286 | 0.000000 | 0.000000 | -0.571429 | 0.000000 | 0.000000 | 1.285714 | 42.285714 | 5 | 1.40 | 1 |
| 1076 | 823c816da2227cb | 14 | 100.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 100.00 | 0.00 | 0.00 | 223.571429 | 290.000000 | 513.571429 | 0.00000 | 0.000000 | 0.000000 | -0.357143 | 0.285714 | 0.000000 | -0.357143 | 0.357143 | 0.000000 | 1.357143 | 29.142857 | 7 | 2.00 | 1 |
| 1077 | 07fee1e3f8307c5 | 28 | 14.29 | 85.71 | 0.00 | 32.14 | 0.00 | 7.14 | 60.71 | 0.00 | 32.14 | 234.392857 | 375.785714 | 610.178571 | 0.00000 | 0.990401 | 0.380451 | -0.964286 | 0.178571 | 0.000000 | -0.892857 | 0.178571 | 0.000000 | 2.714286 | 31.607143 | 16 | 1.75 | 1 |
| 1078 | 4d61d88c40f1400 | 56 | 64.29 | 26.79 | 8.93 | 8.93 | 12.50 | 0.00 | 76.79 | 1.79 | 23.21 | 202.607143 | 332.321429 | 534.928571 | 0.00000 | 0.000000 | 0.000000 | -0.142857 | 0.017857 | 0.232143 | -0.125000 | 0.017857 | 0.214286 | 1.035714 | 42.857143 | 17 | 3.29 | 1 |
| 1079 | b91ffb028e66b35 | 88 | 92.05 | 4.55 | 3.41 | 3.41 | 28.41 | 4.55 | 61.36 | 2.27 | 34.09 | 203.147727 | 314.681818 | 517.829545 | 0.46945 | 3.384237 | 1.612939 | 0.079545 | 0.181818 | 0.352273 | -0.034091 | 0.102273 | 0.352273 | 4.056818 | 38.715909 | 18 | 4.89 | 1 |
| 1080 | 974d53082f0d9e5 | 39 | 92.31 | 5.13 | 2.56 | 10.26 | 0.00 | 0.00 | 76.92 | 12.82 | 23.08 | 145.128205 | 229.743590 | 374.871795 | 0.00000 | 0.000000 | 0.000000 | 0.000000 | 0.025641 | 0.128205 | 0.025641 | 0.000000 | 0.128205 | 0.769231 | 25.000000 | 7 | 5.57 | 1 |
| 1081 | 266515ada501cd2 | 87 | 77.01 | 19.54 | 3.45 | 4.60 | 33.33 | 0.00 | 60.92 | 1.15 | 39.08 | 253.781609 | 449.770115 | 703.551724 | 0.00000 | 0.000000 | 0.000000 | -0.137931 | 0.034483 | 0.206897 | -0.091954 | 0.045977 | 0.206897 | 1.942529 | 38.183908 | 26 | 3.35 | 1 |
| 1082 | ce32976b3805256 | 33 | 69.70 | 24.24 | 6.06 | 6.06 | 9.09 | 3.03 | 81.82 | 0.00 | 15.15 | 234.000000 | 373.030303 | 607.030303 | 0.00000 | 1.385651 | 0.534145 | -0.454545 | 0.181818 | 0.212121 | -0.575758 | 0.272727 | 0.212121 | 2.272727 | 32.393939 | 16 | 2.06 | 1 |
| 1083 | 22c849ec6b3ba68 | 136 | 61.76 | 27.94 | 10.29 | 5.88 | 7.35 | 2.94 | 75.74 | 8.09 | 21.32 | 149.294118 | 246.323529 | 395.617647 | 0.00000 | 0.000000 | 0.000000 | -0.139706 | 0.000000 | 0.125000 | -0.139706 | 0.000000 | 0.125000 | 1.073529 | 29.904412 | 36 | 3.78 | 1 |
| 1084 | 85e395c0c7a1e0a | 166 | 74.70 | 21.69 | 3.61 | 0.00 | 4.82 | 1.81 | 84.94 | 8.43 | 13.25 | 263.162651 | 428.433735 | 691.596386 | 0.00000 | 0.000000 | 0.000000 | -0.680723 | 0.126506 | 0.078313 | -0.590361 | 0.102410 | 0.078313 | 2.271084 | 29.578313 | 35 | 4.74 | 1 |